Geographic Distribution of US Cohorts Used to Train Deep Learning Algorithms
Amit Kaushal, Russ B. Altman, Curt P. Langlotz
Abstract
This study describes the US geographic distribution of patient cohorts used to train deep learning algorithms in published radiology, ophthalmology, dermatology, pathology, gastroenterology, and cardiology machine learning articles published in 2015-2019.
Topics & Concepts
MedicineDeep learningArtificial intelligenceDistribution (mathematics)Machine learningAlgorithmMedical physicsComputer scienceMathematical analysisMathematicsArtificial Intelligence in Healthcare and EducationAI in cancer detectionCOVID-19 diagnosis using AI